Record matching method based on local CON model in distributed database
For existing record matching methods needed much artificial participation of experts or depend on heuristic rules heavily,and they could not handle the problem of large-scale data,A record matching method based on the local CON model was proposed.The approach used algorithm of association rules to g...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2011-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74413049/ |
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| _version_ | 1841537124973674496 |
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| author | LI Jiao1 LIU Quan1 FU Qi-ming1 WANG Ting-gang2 |
| author_facet | LI Jiao1 LIU Quan1 FU Qi-ming1 WANG Ting-gang2 |
| author_sort | LI Jiao1 |
| collection | DOAJ |
| description | For existing record matching methods needed much artificial participation of experts or depend on heuristic rules heavily,and they could not handle the problem of large-scale data,A record matching method based on the local CON model was proposed.The approach used algorithm of association rules to get the match dependence,then took both match dependence and data instances as the input of the improved tableau,finally got the result by match detection.Ex-perimental results and theoretical analysis show that the method can quickly identify whether the distributed records matched,and it doesn’t require artificial participation,much better than previous methods. |
| format | Article |
| id | doaj-art-a7bc55a208bb4839ace01c973e6f5806 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2011-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-a7bc55a208bb4839ace01c973e6f58062025-01-14T08:45:48ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2011-01-013219620274413049Record matching method based on local CON model in distributed databaseLI Jiao1LIU Quan1FU Qi-ming1WANG Ting-gang2For existing record matching methods needed much artificial participation of experts or depend on heuristic rules heavily,and they could not handle the problem of large-scale data,A record matching method based on the local CON model was proposed.The approach used algorithm of association rules to get the match dependence,then took both match dependence and data instances as the input of the improved tableau,finally got the result by match detection.Ex-perimental results and theoretical analysis show that the method can quickly identify whether the distributed records matched,and it doesn’t require artificial participation,much better than previous methods.http://www.joconline.com.cn/zh/article/74413049/distributed databaserecord matchingApriori+tableau |
| spellingShingle | LI Jiao1 LIU Quan1 FU Qi-ming1 WANG Ting-gang2 Record matching method based on local CON model in distributed database Tongxin xuebao distributed database record matching Apriori+ tableau |
| title | Record matching method based on local CON model in distributed database |
| title_full | Record matching method based on local CON model in distributed database |
| title_fullStr | Record matching method based on local CON model in distributed database |
| title_full_unstemmed | Record matching method based on local CON model in distributed database |
| title_short | Record matching method based on local CON model in distributed database |
| title_sort | record matching method based on local con model in distributed database |
| topic | distributed database record matching Apriori+ tableau |
| url | http://www.joconline.com.cn/zh/article/74413049/ |
| work_keys_str_mv | AT lijiao1 recordmatchingmethodbasedonlocalconmodelindistributeddatabase AT liuquan1 recordmatchingmethodbasedonlocalconmodelindistributeddatabase AT fuqiming1 recordmatchingmethodbasedonlocalconmodelindistributeddatabase AT wangtinggang2 recordmatchingmethodbasedonlocalconmodelindistributeddatabase |